Image Classification on Im2GPS
Metric: Continent level (2500 km) (higher is better)
Metric: Continent level (2500 km) (higher is better)
| # | Model↕ | Continent level (2500 km)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PIGEOTTO | 91.1 | No | PIGEON: Predicting Image Geolocations | 2023-07-11 | Code |
| 2 | StreetCLIP (Zero-Shot) | 88.2 | No | Learning Generalized Zero-Shot Learners for Open... | 2023-02-01 | Code |
| 3 | ISNs (M, f*, S3) | 80.2 | No | - | - | Code |
| 4 | base (L, m) | 79.7 | No | - | - | Code |
| 5 | CPlaNet (1-5, PlaNet) | 78.5 | No | CPlaNet: Enhancing Image Geolocalization by Comb... | 2018-08-06 | - |
| 6 | base (M, f*) | 78.5 | No | - | - | Code |
| 7 | Im2GPS (... 28m database) | 73.4 | No | Revisiting IM2GPS in the Deep Learning Era | 2017-05-13 | - |
| 8 | Im2GPS ([L] KNN, sigma=4) | 71.3 | No | Revisiting IM2GPS in the Deep Learning Era | 2017-05-13 | - |
| 9 | PlaNet (91M) | 71.3 | No | PlaNet - Photo Geolocation with Convolutional Ne... | 2016-02-17 | Code |
| 10 | PlaNet (6.2M) | 65.8 | No | PlaNet - Photo Geolocation with Convolutional Ne... | 2016-02-17 | Code |
| 11 | Im2GPS ([L] 7011C) | 63.7 | No | Revisiting IM2GPS in the Deep Learning Era | 2017-05-13 | - |